ChelseaEsther/GEO_GUIDE

My Mini Project Mineral Prospectivity Mapping in Uganda using K-means Clustering # GEO GUIDE - AI-Powered Mineral Prediction System Machine learning system for gold prospectivity mapping using remote sensing data. ## Features - Unsupervised K-Means clustering - PCA dimensionality reduction - Real-time training on uploaded data - Comprehensive visualizations ## Usage 1. Upload stacked_features.tif (multi-band raster) 2. Upload gold_occurences.gpkg (gold locations) 3. Click "Run Analysis" 4. View results and download reports ## Demo Tested on Buhweju-Mashonga, Uganda - 100% detection rate © 2025 Luwedde Esther Chelsea | Geospatial Data Science